[Mlir-commits] [mlir] [mlir][linalg] Add scalable vectorisation for depthwise convolutions (PR #81625)

Cullen Rhodes llvmlistbot at llvm.org
Wed Feb 14 08:27:38 PST 2024


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@@ -1609,6 +1610,19 @@ static LogicalResult reductionPreconditions(LinalgOp op) {
 }
 
 static LogicalResult vectorizeDynamicLinalgOpPrecondition(linalg::LinalgOp op) {
+  // Support dynamic shapes in 1D depthwise convolution, but only in the
+  // _channel_ dimension. That's exclusively to support scalable vectorisation.
+  if (auto conv = dyn_cast<linalg::DepthwiseConv1DNwcWcOp>(op.getOperation())) {
+    auto lhsShaped = op.getDpsInputOperand(0)->get();
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c-rhodes wrote:

what's the significance of `Shaped`?

https://github.com/llvm/llvm-project/pull/81625


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